Baseline Guide

A Baseline Guide is a pre-established plan or standard used as a starting point to measure progress or evaluate changes. In the context of machine learning, it represents a simple model or method that provides a reference point for comparing more advanced models. Using a baseline helps identify whether new approaches improve performance or not. Essentially, it sets a clear benchmark, ensuring that innovations actually add value beyond basic or naive solutions.